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U-Statistics, Mm-Estimators and Resampling

U-Statistics, Mm-Estimators and Resampling - Texts and Readings in Mathematics

Hardback (11 Sep 2018)

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Publisher's Synopsis

This is an introductory text on a broad class of statistical estimators that are minimizers of convex functions. It covers the basics of U-statistics and Mm-estimators and develops their asymptotic properties. It also provides an elementary introduction to resampling, particularly in the context of these estimators. The last chapter is on practical implementation of the methods presented in other chapters, using the free software R.

Book information

ISBN: 9789811322471
Publisher: Springer Nature Singapore
Imprint: Springer
Pub date:
Language: English
Number of pages: 174
Weight: 459g
Height: 235mm
Width: 155mm
Spine width: 13mm